Indicators for Interactions from Legacy Worked and Unworked Faunal Assemblages from the Quackenbush Site, a Late Woodland Site in the Kawartha Lakes Region, Ontario
Bibliographic record
Abstract
The Quackenbush site (BdGm-l) is located in what is now Ontario, at the northeastern limit of the area known to have been occupied by the Huron-Wendat pre-dispersal and visited by the Anishinaabeg of the Canadian Shield. Excavations of portions of the site half a century ago uncovered parts of three longhouses and midden deposits. We generated the data presented here as part of a larger scholarly effort aimed at analyzing and writing up all of the material culture from the site. We investigate ways in which faunal remains can be used to inform on the nature of the activities conducted at the site and to trace past interactions between the site’s occupants and people living on the Canadian Shield and in the St. Lawrence Valley at that time, finding tentative evidence for the former and more conclusive evidence for the latter. We hypothesize that people originating from the St. Lawrence Valley were present at the Quackenbush site and making bone artifacts as a way of maintaining or negotiating identity.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.009 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".